Scalable Counterfactual Distribution Estimation in Multivariate Causal Models.
Thong PhamShohei ShimizuHideitsu HinoTam LePublished in: CLeaR (2024)
Keyphrases
- causal models
- causal reasoning
- causal discovery
- structural equation models
- causal relationships
- conditional independence
- directed acyclic graph
- structural model
- random variables
- causal graph
- causal inference
- dependence structure
- tractable cases
- causal relations
- logical framework
- data mining
- diagnostic problem solving
- probability distribution function
- causal structure
- regression model